mikhail-panzo commited on
Commit
a57be9c
1 Parent(s): ac9d73e

Training in progress, step 8000, checkpoint

Browse files
checkpoint-8000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8760b1447a3094a149e7c4bd1380bbfdf581ca4220024fcd0b8739bad683240b
3
  size 577789320
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd18949200cc18253784c7a7a9eb2edd3a1bd2b28eaae64ac118b150d9c5cab1
3
  size 577789320
checkpoint-8000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ccc6f19758766e01b7282857274d15516c4fc7f623633cb56154c016270ecb57
3
  size 1155772233
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b2d534f5a1509cc19619065899e388a3e7638e5ffb644652de86750bb93f12a
3
  size 1155772233
checkpoint-8000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8840c2422ad88a77f460b571a22c90bffa453c8f4f191f77fe10505224787750
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f32741e19bb28c33b69dd067716472e7e4f838444bd374bcfd9b816ca07aa38a
3
  size 14244
checkpoint-8000/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0aef1303f298e810b9c563fac5650fcaebc5d5e2a568db30104db374f503c826
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03842876983aebd886d0e95b5f18afd54f0a345fd4849cda48bff8e02fa53f4a
3
  size 1064
checkpoint-8000/trainer_state.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "best_metric": 0.4122372269630432,
3
- "best_model_checkpoint": "mikhail-panzo/zlm-fil-ceb_b64_le5_s8000/checkpoint-5000",
4
- "epoch": 347.82608695652175,
5
  "eval_steps": 500,
6
  "global_step": 8000,
7
  "is_hyper_param_search": false,
@@ -9,1258 +9,1258 @@
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
- "epoch": 2.1739130434782608,
13
- "grad_norm": 0.7357823252677917,
14
  "learning_rate": 2.5000000000000004e-07,
15
- "loss": 0.4055,
16
  "step": 50
17
  },
18
  {
19
- "epoch": 4.3478260869565215,
20
- "grad_norm": 0.7944665551185608,
21
  "learning_rate": 5.000000000000001e-07,
22
- "loss": 0.3988,
23
  "step": 100
24
  },
25
  {
26
- "epoch": 6.521739130434782,
27
- "grad_norm": 0.7226569652557373,
28
  "learning_rate": 7.5e-07,
29
- "loss": 0.4072,
30
  "step": 150
31
  },
32
  {
33
- "epoch": 8.695652173913043,
34
- "grad_norm": 0.7845238447189331,
35
  "learning_rate": 1.0000000000000002e-06,
36
- "loss": 0.4028,
37
  "step": 200
38
  },
39
  {
40
- "epoch": 10.869565217391305,
41
- "grad_norm": 0.9769566655158997,
42
  "learning_rate": 1.25e-06,
43
- "loss": 0.4066,
44
  "step": 250
45
  },
46
  {
47
- "epoch": 13.043478260869565,
48
- "grad_norm": 0.8634074330329895,
49
  "learning_rate": 1.5e-06,
50
- "loss": 0.405,
51
  "step": 300
52
  },
53
  {
54
- "epoch": 15.217391304347826,
55
- "grad_norm": 0.9029327034950256,
56
  "learning_rate": 1.75e-06,
57
- "loss": 0.4074,
58
  "step": 350
59
  },
60
  {
61
- "epoch": 17.391304347826086,
62
- "grad_norm": 0.7624074220657349,
63
  "learning_rate": 2.0000000000000003e-06,
64
- "loss": 0.406,
65
  "step": 400
66
  },
67
  {
68
- "epoch": 19.565217391304348,
69
- "grad_norm": 1.005196213722229,
70
  "learning_rate": 2.25e-06,
71
- "loss": 0.4052,
72
  "step": 450
73
  },
74
  {
75
- "epoch": 21.73913043478261,
76
- "grad_norm": 1.0276380777359009,
77
  "learning_rate": 2.5e-06,
78
- "loss": 0.4019,
79
  "step": 500
80
  },
81
  {
82
- "epoch": 21.73913043478261,
83
- "eval_loss": 0.4143177568912506,
84
- "eval_runtime": 6.4074,
85
- "eval_samples_per_second": 24.815,
86
- "eval_steps_per_second": 3.121,
87
  "step": 500
88
  },
89
  {
90
- "epoch": 23.91304347826087,
91
- "grad_norm": 0.9067140817642212,
92
  "learning_rate": 2.7500000000000004e-06,
93
- "loss": 0.4021,
94
  "step": 550
95
  },
96
  {
97
- "epoch": 26.08695652173913,
98
- "grad_norm": 0.8799042701721191,
99
  "learning_rate": 3e-06,
100
- "loss": 0.4071,
101
  "step": 600
102
  },
103
  {
104
- "epoch": 28.26086956521739,
105
- "grad_norm": 1.0451533794403076,
106
  "learning_rate": 3.2500000000000002e-06,
107
- "loss": 0.4146,
108
  "step": 650
109
  },
110
  {
111
- "epoch": 30.434782608695652,
112
- "grad_norm": 0.7998800277709961,
113
  "learning_rate": 3.5e-06,
114
- "loss": 0.4023,
115
  "step": 700
116
  },
117
  {
118
- "epoch": 32.608695652173914,
119
- "grad_norm": 1.0301792621612549,
120
  "learning_rate": 3.7500000000000005e-06,
121
- "loss": 0.4045,
122
  "step": 750
123
  },
124
  {
125
- "epoch": 34.78260869565217,
126
- "grad_norm": 0.6388185620307922,
127
  "learning_rate": 4.000000000000001e-06,
128
- "loss": 0.4045,
129
  "step": 800
130
  },
131
  {
132
- "epoch": 36.95652173913044,
133
- "grad_norm": 0.9676840901374817,
134
  "learning_rate": 4.25e-06,
135
- "loss": 0.4116,
136
  "step": 850
137
  },
138
  {
139
- "epoch": 39.130434782608695,
140
- "grad_norm": 0.8355514407157898,
141
  "learning_rate": 4.5e-06,
142
- "loss": 0.4013,
143
  "step": 900
144
  },
145
  {
146
- "epoch": 41.30434782608695,
147
- "grad_norm": 0.7534067630767822,
148
  "learning_rate": 4.75e-06,
149
- "loss": 0.4019,
150
  "step": 950
151
  },
152
  {
153
- "epoch": 43.47826086956522,
154
- "grad_norm": 0.9366117119789124,
155
  "learning_rate": 5e-06,
156
- "loss": 0.4064,
157
  "step": 1000
158
  },
159
  {
160
- "epoch": 43.47826086956522,
161
- "eval_loss": 0.41316837072372437,
162
- "eval_runtime": 6.5616,
163
- "eval_samples_per_second": 24.232,
164
- "eval_steps_per_second": 3.048,
165
  "step": 1000
166
  },
167
  {
168
- "epoch": 45.65217391304348,
169
- "grad_norm": 0.7025179266929626,
170
  "learning_rate": 5.2500000000000006e-06,
171
- "loss": 0.4061,
172
  "step": 1050
173
  },
174
  {
175
- "epoch": 47.82608695652174,
176
- "grad_norm": 0.9240646958351135,
177
  "learning_rate": 5.500000000000001e-06,
178
- "loss": 0.4061,
179
  "step": 1100
180
  },
181
  {
182
- "epoch": 50.0,
183
- "grad_norm": 0.9685391187667847,
184
  "learning_rate": 5.75e-06,
185
- "loss": 0.4063,
186
  "step": 1150
187
  },
188
  {
189
- "epoch": 52.17391304347826,
190
- "grad_norm": 0.8591094017028809,
191
  "learning_rate": 6e-06,
192
- "loss": 0.4013,
193
  "step": 1200
194
  },
195
  {
196
- "epoch": 54.34782608695652,
197
- "grad_norm": 0.9348228573799133,
198
  "learning_rate": 6.25e-06,
199
- "loss": 0.402,
200
  "step": 1250
201
  },
202
  {
203
- "epoch": 56.52173913043478,
204
- "grad_norm": 0.7908409237861633,
205
  "learning_rate": 6.5000000000000004e-06,
206
- "loss": 0.4046,
207
  "step": 1300
208
  },
209
  {
210
- "epoch": 58.69565217391305,
211
- "grad_norm": 1.109017014503479,
212
  "learning_rate": 6.750000000000001e-06,
213
- "loss": 0.3995,
214
  "step": 1350
215
  },
216
  {
217
- "epoch": 60.869565217391305,
218
- "grad_norm": 0.8529478311538696,
219
  "learning_rate": 7e-06,
220
- "loss": 0.4018,
221
  "step": 1400
222
  },
223
  {
224
- "epoch": 63.04347826086956,
225
- "grad_norm": 0.9947476387023926,
226
  "learning_rate": 7.25e-06,
227
- "loss": 0.401,
228
  "step": 1450
229
  },
230
  {
231
- "epoch": 65.21739130434783,
232
- "grad_norm": 1.2476813793182373,
233
  "learning_rate": 7.500000000000001e-06,
234
- "loss": 0.4034,
235
  "step": 1500
236
  },
237
  {
238
- "epoch": 65.21739130434783,
239
- "eval_loss": 0.41223829984664917,
240
- "eval_runtime": 6.5846,
241
- "eval_samples_per_second": 24.147,
242
- "eval_steps_per_second": 3.037,
243
  "step": 1500
244
  },
245
  {
246
- "epoch": 67.3913043478261,
247
- "grad_norm": 0.8658013343811035,
248
  "learning_rate": 7.75e-06,
249
- "loss": 0.4007,
250
  "step": 1550
251
  },
252
  {
253
- "epoch": 69.56521739130434,
254
- "grad_norm": 0.7932788133621216,
255
  "learning_rate": 8.000000000000001e-06,
256
- "loss": 0.4054,
257
  "step": 1600
258
  },
259
  {
260
- "epoch": 71.73913043478261,
261
- "grad_norm": 2.33347225189209,
262
  "learning_rate": 8.25e-06,
263
- "loss": 0.4075,
264
  "step": 1650
265
  },
266
  {
267
- "epoch": 73.91304347826087,
268
- "grad_norm": 1.0095164775848389,
269
  "learning_rate": 8.5e-06,
270
- "loss": 0.3982,
271
  "step": 1700
272
  },
273
  {
274
- "epoch": 76.08695652173913,
275
- "grad_norm": 0.8895902633666992,
276
  "learning_rate": 8.750000000000001e-06,
277
- "loss": 0.4018,
278
  "step": 1750
279
  },
280
  {
281
- "epoch": 78.26086956521739,
282
- "grad_norm": 1.2252330780029297,
283
  "learning_rate": 9e-06,
284
- "loss": 0.4024,
285
  "step": 1800
286
  },
287
  {
288
- "epoch": 80.43478260869566,
289
- "grad_norm": 0.7731898427009583,
290
  "learning_rate": 9.250000000000001e-06,
291
- "loss": 0.3994,
292
  "step": 1850
293
  },
294
  {
295
- "epoch": 82.6086956521739,
296
- "grad_norm": 1.047607660293579,
297
  "learning_rate": 9.5e-06,
298
- "loss": 0.4013,
299
  "step": 1900
300
  },
301
  {
302
- "epoch": 84.78260869565217,
303
- "grad_norm": 0.9284490346908569,
304
  "learning_rate": 9.75e-06,
305
- "loss": 0.3986,
306
  "step": 1950
307
  },
308
  {
309
- "epoch": 86.95652173913044,
310
- "grad_norm": 4.725491046905518,
311
  "learning_rate": 1e-05,
312
- "loss": 0.3985,
313
  "step": 2000
314
  },
315
  {
316
- "epoch": 86.95652173913044,
317
- "eval_loss": 0.4147759974002838,
318
- "eval_runtime": 6.5475,
319
- "eval_samples_per_second": 24.284,
320
- "eval_steps_per_second": 3.055,
321
  "step": 2000
322
  },
323
  {
324
- "epoch": 89.1304347826087,
325
- "grad_norm": 1.1678683757781982,
326
  "learning_rate": 9.916666666666668e-06,
327
- "loss": 0.4066,
328
  "step": 2050
329
  },
330
  {
331
- "epoch": 91.30434782608695,
332
- "grad_norm": 1.988890528678894,
333
- "learning_rate": 9.835000000000002e-06,
334
- "loss": 0.3997,
335
  "step": 2100
336
  },
337
  {
338
- "epoch": 93.47826086956522,
339
- "grad_norm": 1.0278427600860596,
340
- "learning_rate": 9.751666666666667e-06,
341
- "loss": 0.3948,
342
  "step": 2150
343
  },
344
  {
345
- "epoch": 95.65217391304348,
346
- "grad_norm": 0.9606735110282898,
347
- "learning_rate": 9.67e-06,
348
- "loss": 0.42,
349
  "step": 2200
350
  },
351
  {
352
- "epoch": 97.82608695652173,
353
- "grad_norm": 1.0861903429031372,
354
- "learning_rate": 9.586666666666667e-06,
355
- "loss": 0.398,
356
  "step": 2250
357
  },
358
  {
359
- "epoch": 100.0,
360
- "grad_norm": 1.4872643947601318,
361
- "learning_rate": 9.503333333333334e-06,
362
- "loss": 0.4059,
363
  "step": 2300
364
  },
365
  {
366
- "epoch": 102.17391304347827,
367
- "grad_norm": 1.0460981130599976,
368
- "learning_rate": 9.42e-06,
369
- "loss": 0.4014,
370
  "step": 2350
371
  },
372
  {
373
- "epoch": 104.34782608695652,
374
- "grad_norm": 1.906476378440857,
375
- "learning_rate": 9.336666666666666e-06,
376
- "loss": 0.4015,
377
  "step": 2400
378
  },
379
  {
380
- "epoch": 106.52173913043478,
381
- "grad_norm": 1.3965051174163818,
382
- "learning_rate": 9.253333333333333e-06,
383
- "loss": 0.4063,
384
  "step": 2450
385
  },
386
  {
387
- "epoch": 108.69565217391305,
388
- "grad_norm": 1.7410107851028442,
389
- "learning_rate": 9.17e-06,
390
- "loss": 0.396,
391
  "step": 2500
392
  },
393
  {
394
- "epoch": 108.69565217391305,
395
- "eval_loss": 0.41233959794044495,
396
- "eval_runtime": 6.6031,
397
- "eval_samples_per_second": 24.08,
398
- "eval_steps_per_second": 3.029,
399
  "step": 2500
400
  },
401
  {
402
- "epoch": 110.8695652173913,
403
- "grad_norm": 1.4562053680419922,
404
- "learning_rate": 9.088333333333334e-06,
405
- "loss": 0.4042,
406
  "step": 2550
407
  },
408
  {
409
- "epoch": 113.04347826086956,
410
- "grad_norm": 0.8741047978401184,
411
- "learning_rate": 9.005000000000001e-06,
412
- "loss": 0.3985,
413
  "step": 2600
414
  },
415
  {
416
- "epoch": 115.21739130434783,
417
- "grad_norm": 1.1817028522491455,
418
- "learning_rate": 8.921666666666668e-06,
419
- "loss": 0.4036,
420
  "step": 2650
421
  },
422
  {
423
- "epoch": 117.3913043478261,
424
- "grad_norm": 0.8515534996986389,
425
- "learning_rate": 8.838333333333335e-06,
426
- "loss": 0.3986,
427
  "step": 2700
428
  },
429
  {
430
- "epoch": 119.56521739130434,
431
- "grad_norm": 0.9545428156852722,
432
- "learning_rate": 8.755e-06,
433
- "loss": 0.3946,
434
  "step": 2750
435
  },
436
  {
437
- "epoch": 121.73913043478261,
438
- "grad_norm": 0.6653321385383606,
439
- "learning_rate": 8.671666666666667e-06,
440
- "loss": 0.3957,
441
  "step": 2800
442
  },
443
  {
444
- "epoch": 123.91304347826087,
445
- "grad_norm": 0.8100114464759827,
446
- "learning_rate": 8.588333333333334e-06,
447
- "loss": 0.3953,
448
  "step": 2850
449
  },
450
  {
451
- "epoch": 126.08695652173913,
452
- "grad_norm": 1.4174237251281738,
453
- "learning_rate": 8.505e-06,
454
- "loss": 0.3933,
455
  "step": 2900
456
  },
457
  {
458
- "epoch": 128.2608695652174,
459
- "grad_norm": 1.6101123094558716,
460
- "learning_rate": 8.421666666666668e-06,
461
- "loss": 0.4027,
462
  "step": 2950
463
  },
464
  {
465
- "epoch": 130.43478260869566,
466
- "grad_norm": 0.7453967332839966,
467
- "learning_rate": 8.338333333333335e-06,
468
- "loss": 0.3958,
469
  "step": 3000
470
  },
471
  {
472
- "epoch": 130.43478260869566,
473
- "eval_loss": 0.4138609766960144,
474
- "eval_runtime": 6.6093,
475
- "eval_samples_per_second": 24.057,
476
- "eval_steps_per_second": 3.026,
477
  "step": 3000
478
  },
479
  {
480
- "epoch": 132.6086956521739,
481
- "grad_norm": 1.061684012413025,
482
- "learning_rate": 8.255000000000001e-06,
483
- "loss": 0.3966,
484
  "step": 3050
485
  },
486
  {
487
- "epoch": 134.7826086956522,
488
- "grad_norm": 1.0820105075836182,
489
- "learning_rate": 8.171666666666668e-06,
490
- "loss": 0.3937,
491
  "step": 3100
492
  },
493
  {
494
- "epoch": 136.95652173913044,
495
- "grad_norm": 0.8147062063217163,
496
- "learning_rate": 8.088333333333334e-06,
497
- "loss": 0.3961,
498
  "step": 3150
499
  },
500
  {
501
- "epoch": 139.1304347826087,
502
- "grad_norm": 0.7450351715087891,
503
- "learning_rate": 8.005e-06,
504
- "loss": 0.3923,
505
  "step": 3200
506
  },
507
  {
508
- "epoch": 141.30434782608697,
509
- "grad_norm": 1.05226731300354,
510
- "learning_rate": 7.921666666666667e-06,
511
- "loss": 0.3951,
512
  "step": 3250
513
  },
514
  {
515
- "epoch": 143.47826086956522,
516
- "grad_norm": 1.5119163990020752,
517
- "learning_rate": 7.838333333333334e-06,
518
- "loss": 0.3957,
519
  "step": 3300
520
  },
521
  {
522
- "epoch": 145.65217391304347,
523
- "grad_norm": 1.0422383546829224,
524
- "learning_rate": 7.755000000000001e-06,
525
- "loss": 0.3942,
526
  "step": 3350
527
  },
528
  {
529
- "epoch": 147.82608695652175,
530
- "grad_norm": 1.2120935916900635,
531
- "learning_rate": 7.671666666666668e-06,
532
- "loss": 0.3946,
533
  "step": 3400
534
  },
535
  {
536
- "epoch": 150.0,
537
- "grad_norm": 1.3127976655960083,
538
- "learning_rate": 7.588333333333334e-06,
539
- "loss": 0.3933,
540
  "step": 3450
541
  },
542
  {
543
- "epoch": 152.17391304347825,
544
- "grad_norm": 0.7704339027404785,
545
- "learning_rate": 7.505e-06,
546
- "loss": 0.3928,
547
  "step": 3500
548
  },
549
  {
550
- "epoch": 152.17391304347825,
551
- "eval_loss": 0.4132215976715088,
552
- "eval_runtime": 6.6162,
553
- "eval_samples_per_second": 24.032,
554
- "eval_steps_per_second": 3.023,
555
  "step": 3500
556
  },
557
  {
558
- "epoch": 154.34782608695653,
559
- "grad_norm": 1.4827122688293457,
560
- "learning_rate": 7.421666666666667e-06,
561
- "loss": 0.3908,
562
  "step": 3550
563
  },
564
  {
565
- "epoch": 156.52173913043478,
566
- "grad_norm": 1.0464049577713013,
567
- "learning_rate": 7.338333333333334e-06,
568
- "loss": 0.3993,
569
  "step": 3600
570
  },
571
  {
572
- "epoch": 158.69565217391303,
573
- "grad_norm": 0.8279913663864136,
574
- "learning_rate": 7.255000000000001e-06,
575
- "loss": 0.3967,
576
  "step": 3650
577
  },
578
  {
579
- "epoch": 160.8695652173913,
580
- "grad_norm": 0.9175034165382385,
581
- "learning_rate": 7.171666666666667e-06,
582
- "loss": 0.3911,
583
  "step": 3700
584
  },
585
  {
586
- "epoch": 163.04347826086956,
587
- "grad_norm": 1.0080233812332153,
588
- "learning_rate": 7.088333333333334e-06,
589
- "loss": 0.3898,
590
  "step": 3750
591
  },
592
  {
593
- "epoch": 165.2173913043478,
594
- "grad_norm": 0.9944823980331421,
595
- "learning_rate": 7.005000000000001e-06,
596
- "loss": 0.3901,
597
  "step": 3800
598
  },
599
  {
600
- "epoch": 167.3913043478261,
601
- "grad_norm": 1.8222392797470093,
602
- "learning_rate": 6.921666666666668e-06,
603
- "loss": 0.3901,
604
  "step": 3850
605
  },
606
  {
607
- "epoch": 169.56521739130434,
608
- "grad_norm": 0.9506675004959106,
609
- "learning_rate": 6.838333333333334e-06,
610
- "loss": 0.3945,
611
  "step": 3900
612
  },
613
  {
614
- "epoch": 171.7391304347826,
615
- "grad_norm": 4.512270450592041,
616
- "learning_rate": 6.7550000000000005e-06,
617
- "loss": 0.3913,
618
  "step": 3950
619
  },
620
  {
621
- "epoch": 173.91304347826087,
622
- "grad_norm": 0.74826580286026,
623
- "learning_rate": 6.6716666666666674e-06,
624
- "loss": 0.3914,
625
  "step": 4000
626
  },
627
  {
628
- "epoch": 173.91304347826087,
629
- "eval_loss": 0.4138501286506653,
630
- "eval_runtime": 6.5399,
631
- "eval_samples_per_second": 24.312,
632
- "eval_steps_per_second": 3.058,
633
  "step": 4000
634
  },
635
  {
636
- "epoch": 176.08695652173913,
637
- "grad_norm": 1.4560046195983887,
638
- "learning_rate": 6.588333333333334e-06,
639
- "loss": 0.3903,
640
  "step": 4050
641
  },
642
  {
643
- "epoch": 178.2608695652174,
644
- "grad_norm": 1.183271050453186,
645
- "learning_rate": 6.505e-06,
646
- "loss": 0.3901,
647
  "step": 4100
648
  },
649
  {
650
- "epoch": 180.43478260869566,
651
- "grad_norm": 0.6697027683258057,
652
- "learning_rate": 6.421666666666667e-06,
653
- "loss": 0.399,
654
  "step": 4150
655
  },
656
  {
657
- "epoch": 182.6086956521739,
658
- "grad_norm": 0.96327143907547,
659
- "learning_rate": 6.338333333333334e-06,
660
- "loss": 0.3895,
661
  "step": 4200
662
  },
663
  {
664
- "epoch": 184.7826086956522,
665
- "grad_norm": 0.9833754301071167,
666
- "learning_rate": 6.255e-06,
667
- "loss": 0.3903,
668
  "step": 4250
669
  },
670
  {
671
- "epoch": 186.95652173913044,
672
- "grad_norm": 0.857953667640686,
673
- "learning_rate": 6.171666666666667e-06,
674
- "loss": 0.39,
675
  "step": 4300
676
  },
677
  {
678
- "epoch": 189.1304347826087,
679
- "grad_norm": 0.7506987452507019,
680
- "learning_rate": 6.088333333333334e-06,
681
- "loss": 0.394,
682
  "step": 4350
683
  },
684
  {
685
- "epoch": 191.30434782608697,
686
- "grad_norm": 0.8283782601356506,
687
- "learning_rate": 6.005000000000001e-06,
688
- "loss": 0.3869,
689
  "step": 4400
690
  },
691
  {
692
- "epoch": 193.47826086956522,
693
- "grad_norm": 1.0252714157104492,
694
- "learning_rate": 5.921666666666667e-06,
695
- "loss": 0.3967,
696
  "step": 4450
697
  },
698
  {
699
- "epoch": 195.65217391304347,
700
- "grad_norm": 0.9400416612625122,
701
- "learning_rate": 5.838333333333334e-06,
702
- "loss": 0.3916,
703
  "step": 4500
704
  },
705
  {
706
- "epoch": 195.65217391304347,
707
- "eval_loss": 0.41232919692993164,
708
- "eval_runtime": 6.3912,
709
- "eval_samples_per_second": 24.878,
710
- "eval_steps_per_second": 3.129,
711
  "step": 4500
712
  },
713
  {
714
- "epoch": 197.82608695652175,
715
- "grad_norm": 0.9093385934829712,
716
- "learning_rate": 5.755000000000001e-06,
717
- "loss": 0.3894,
718
  "step": 4550
719
  },
720
  {
721
- "epoch": 200.0,
722
- "grad_norm": 1.078837513923645,
723
- "learning_rate": 5.671666666666668e-06,
724
- "loss": 0.3899,
725
  "step": 4600
726
  },
727
  {
728
- "epoch": 202.17391304347825,
729
- "grad_norm": 0.7748771905899048,
730
- "learning_rate": 5.588333333333334e-06,
731
- "loss": 0.3943,
732
  "step": 4650
733
  },
734
  {
735
- "epoch": 204.34782608695653,
736
- "grad_norm": 1.1522585153579712,
737
- "learning_rate": 5.505000000000001e-06,
738
- "loss": 0.389,
739
  "step": 4700
740
  },
741
  {
742
- "epoch": 206.52173913043478,
743
- "grad_norm": 1.6818900108337402,
744
- "learning_rate": 5.4216666666666676e-06,
745
- "loss": 0.3961,
746
  "step": 4750
747
  },
748
  {
749
- "epoch": 208.69565217391303,
750
- "grad_norm": 0.9630489349365234,
751
- "learning_rate": 5.3383333333333345e-06,
752
- "loss": 0.3926,
753
  "step": 4800
754
  },
755
  {
756
- "epoch": 210.8695652173913,
757
- "grad_norm": 0.915107250213623,
758
- "learning_rate": 5.2550000000000005e-06,
759
- "loss": 0.3843,
760
  "step": 4850
761
  },
762
  {
763
- "epoch": 213.04347826086956,
764
- "grad_norm": 0.7301034331321716,
765
- "learning_rate": 5.171666666666667e-06,
766
- "loss": 0.3929,
767
  "step": 4900
768
  },
769
  {
770
- "epoch": 215.2173913043478,
771
- "grad_norm": 0.8523257970809937,
772
- "learning_rate": 5.088333333333334e-06,
773
- "loss": 0.3873,
774
  "step": 4950
775
  },
776
  {
777
- "epoch": 217.3913043478261,
778
- "grad_norm": 0.7538474798202515,
779
- "learning_rate": 5.0049999999999995e-06,
780
- "loss": 0.3919,
781
  "step": 5000
782
  },
783
  {
784
- "epoch": 217.3913043478261,
785
- "eval_loss": 0.4122372269630432,
786
- "eval_runtime": 6.5201,
787
- "eval_samples_per_second": 24.386,
788
- "eval_steps_per_second": 3.067,
789
  "step": 5000
790
  },
791
  {
792
- "epoch": 219.56521739130434,
793
- "grad_norm": 1.006597638130188,
794
- "learning_rate": 4.921666666666666e-06,
795
- "loss": 0.3844,
796
  "step": 5050
797
  },
798
  {
799
- "epoch": 221.7391304347826,
800
- "grad_norm": 0.6486532092094421,
801
- "learning_rate": 4.838333333333334e-06,
802
- "loss": 0.3853,
803
  "step": 5100
804
  },
805
  {
806
- "epoch": 223.91304347826087,
807
- "grad_norm": 0.7955175638198853,
808
- "learning_rate": 4.755e-06,
809
- "loss": 0.3853,
810
  "step": 5150
811
  },
812
  {
813
- "epoch": 226.08695652173913,
814
- "grad_norm": 0.8011429309844971,
815
- "learning_rate": 4.671666666666667e-06,
816
- "loss": 0.3888,
817
  "step": 5200
818
  },
819
  {
820
- "epoch": 228.2608695652174,
821
- "grad_norm": 0.7421734929084778,
822
- "learning_rate": 4.588333333333333e-06,
823
- "loss": 0.3945,
824
  "step": 5250
825
  },
826
  {
827
- "epoch": 230.43478260869566,
828
- "grad_norm": 1.5567547082901,
829
- "learning_rate": 4.505e-06,
830
- "loss": 0.3916,
831
  "step": 5300
832
  },
833
  {
834
- "epoch": 232.6086956521739,
835
- "grad_norm": 0.8348387479782104,
836
- "learning_rate": 4.421666666666667e-06,
837
- "loss": 0.3887,
838
  "step": 5350
839
  },
840
  {
841
- "epoch": 234.7826086956522,
842
- "grad_norm": 0.965840756893158,
843
- "learning_rate": 4.338333333333334e-06,
844
- "loss": 0.3907,
845
  "step": 5400
846
  },
847
  {
848
- "epoch": 236.95652173913044,
849
- "grad_norm": 1.0057460069656372,
850
- "learning_rate": 4.255e-06,
851
- "loss": 0.4004,
852
  "step": 5450
853
  },
854
  {
855
- "epoch": 239.1304347826087,
856
- "grad_norm": 1.2100751399993896,
857
- "learning_rate": 4.171666666666667e-06,
858
- "loss": 0.3844,
859
  "step": 5500
860
  },
861
  {
862
- "epoch": 239.1304347826087,
863
- "eval_loss": 0.41257867217063904,
864
- "eval_runtime": 6.47,
865
- "eval_samples_per_second": 24.575,
866
- "eval_steps_per_second": 3.091,
867
  "step": 5500
868
  },
869
  {
870
- "epoch": 241.30434782608697,
871
- "grad_norm": 0.7117742896080017,
872
- "learning_rate": 4.088333333333334e-06,
873
- "loss": 0.3845,
874
  "step": 5550
875
  },
876
  {
877
- "epoch": 243.47826086956522,
878
- "grad_norm": 0.6881281733512878,
879
- "learning_rate": 4.005000000000001e-06,
880
- "loss": 0.3858,
881
  "step": 5600
882
  },
883
  {
884
- "epoch": 245.65217391304347,
885
- "grad_norm": 1.3413081169128418,
886
- "learning_rate": 3.921666666666667e-06,
887
- "loss": 0.3842,
888
  "step": 5650
889
  },
890
  {
891
- "epoch": 247.82608695652175,
892
- "grad_norm": 0.7762352228164673,
893
- "learning_rate": 3.8383333333333336e-06,
894
- "loss": 0.3839,
895
  "step": 5700
896
  },
897
  {
898
- "epoch": 250.0,
899
- "grad_norm": 1.2861838340759277,
900
- "learning_rate": 3.7550000000000005e-06,
901
- "loss": 0.3836,
902
  "step": 5750
903
  },
904
  {
905
- "epoch": 252.17391304347825,
906
- "grad_norm": 1.12875497341156,
907
- "learning_rate": 3.6716666666666665e-06,
908
- "loss": 0.3828,
909
  "step": 5800
910
  },
911
  {
912
- "epoch": 254.34782608695653,
913
- "grad_norm": 0.9641019105911255,
914
- "learning_rate": 3.588333333333334e-06,
915
- "loss": 0.3815,
916
  "step": 5850
917
  },
918
  {
919
- "epoch": 256.5217391304348,
920
- "grad_norm": 0.7063067555427551,
921
- "learning_rate": 3.505e-06,
922
- "loss": 0.3838,
923
  "step": 5900
924
  },
925
  {
926
- "epoch": 258.69565217391306,
927
- "grad_norm": 1.0992182493209839,
928
- "learning_rate": 3.4216666666666672e-06,
929
- "loss": 0.3824,
930
  "step": 5950
931
  },
932
  {
933
- "epoch": 260.8695652173913,
934
- "grad_norm": 0.6153731942176819,
935
- "learning_rate": 3.3383333333333333e-06,
936
- "loss": 0.3908,
937
  "step": 6000
938
  },
939
  {
940
- "epoch": 260.8695652173913,
941
- "eval_loss": 0.4136714041233063,
942
- "eval_runtime": 6.4416,
943
- "eval_samples_per_second": 24.683,
944
- "eval_steps_per_second": 3.105,
945
  "step": 6000
946
  },
947
  {
948
- "epoch": 263.04347826086956,
949
- "grad_norm": 0.8322598934173584,
950
- "learning_rate": 3.255e-06,
951
- "loss": 0.3918,
952
  "step": 6050
953
  },
954
  {
955
- "epoch": 265.2173913043478,
956
- "grad_norm": 0.7336969971656799,
957
- "learning_rate": 3.1716666666666667e-06,
958
- "loss": 0.3908,
959
  "step": 6100
960
  },
961
  {
962
- "epoch": 267.39130434782606,
963
- "grad_norm": 0.7218737006187439,
964
- "learning_rate": 3.0883333333333336e-06,
965
- "loss": 0.3848,
966
  "step": 6150
967
  },
968
  {
969
- "epoch": 269.5652173913044,
970
- "grad_norm": 1.2083243131637573,
971
- "learning_rate": 3.005e-06,
972
- "loss": 0.3868,
973
  "step": 6200
974
  },
975
  {
976
- "epoch": 271.7391304347826,
977
- "grad_norm": 0.9182942509651184,
978
- "learning_rate": 2.921666666666667e-06,
979
- "loss": 0.3895,
980
  "step": 6250
981
  },
982
  {
983
- "epoch": 273.9130434782609,
984
- "grad_norm": 0.8747413158416748,
985
- "learning_rate": 2.8383333333333334e-06,
986
- "loss": 0.3842,
987
  "step": 6300
988
  },
989
  {
990
- "epoch": 276.0869565217391,
991
- "grad_norm": 0.8834450840950012,
992
- "learning_rate": 2.7550000000000003e-06,
993
- "loss": 0.3879,
994
  "step": 6350
995
  },
996
  {
997
- "epoch": 278.2608695652174,
998
- "grad_norm": 1.0217564105987549,
999
- "learning_rate": 2.6716666666666668e-06,
1000
- "loss": 0.3892,
1001
  "step": 6400
1002
  },
1003
  {
1004
- "epoch": 280.4347826086956,
1005
- "grad_norm": 0.6895825862884521,
1006
- "learning_rate": 2.5883333333333337e-06,
1007
- "loss": 0.389,
1008
  "step": 6450
1009
  },
1010
  {
1011
- "epoch": 282.60869565217394,
1012
- "grad_norm": 0.6623283624649048,
1013
- "learning_rate": 2.505e-06,
1014
- "loss": 0.3854,
1015
  "step": 6500
1016
  },
1017
  {
1018
- "epoch": 282.60869565217394,
1019
- "eval_loss": 0.413311630487442,
1020
- "eval_runtime": 6.7085,
1021
- "eval_samples_per_second": 23.701,
1022
- "eval_steps_per_second": 2.981,
1023
  "step": 6500
1024
  },
1025
  {
1026
- "epoch": 284.7826086956522,
1027
- "grad_norm": 0.7647244930267334,
1028
- "learning_rate": 2.421666666666667e-06,
1029
- "loss": 0.384,
1030
  "step": 6550
1031
  },
1032
  {
1033
- "epoch": 286.95652173913044,
1034
- "grad_norm": 0.7481832504272461,
1035
- "learning_rate": 2.3383333333333335e-06,
1036
- "loss": 0.3897,
1037
  "step": 6600
1038
  },
1039
  {
1040
- "epoch": 289.1304347826087,
1041
- "grad_norm": 0.9159369468688965,
1042
- "learning_rate": 2.2550000000000004e-06,
1043
- "loss": 0.3852,
1044
  "step": 6650
1045
  },
1046
  {
1047
- "epoch": 291.30434782608694,
1048
- "grad_norm": 0.5772305727005005,
1049
- "learning_rate": 2.171666666666667e-06,
1050
- "loss": 0.3864,
1051
  "step": 6700
1052
  },
1053
  {
1054
- "epoch": 293.4782608695652,
1055
- "grad_norm": 0.8706581592559814,
1056
- "learning_rate": 2.088333333333334e-06,
1057
- "loss": 0.3818,
1058
  "step": 6750
1059
  },
1060
  {
1061
- "epoch": 295.6521739130435,
1062
- "grad_norm": 0.6359920501708984,
1063
- "learning_rate": 2.0050000000000003e-06,
1064
- "loss": 0.3866,
1065
  "step": 6800
1066
  },
1067
  {
1068
- "epoch": 297.82608695652175,
1069
- "grad_norm": 0.6971527934074402,
1070
- "learning_rate": 1.9216666666666668e-06,
1071
- "loss": 0.3835,
1072
  "step": 6850
1073
  },
1074
  {
1075
- "epoch": 300.0,
1076
- "grad_norm": 1.396098017692566,
1077
- "learning_rate": 1.8383333333333334e-06,
1078
- "loss": 0.3878,
1079
  "step": 6900
1080
  },
1081
  {
1082
- "epoch": 302.17391304347825,
1083
- "grad_norm": 0.6345895528793335,
1084
- "learning_rate": 1.7550000000000001e-06,
1085
- "loss": 0.382,
1086
  "step": 6950
1087
  },
1088
  {
1089
- "epoch": 304.3478260869565,
1090
- "grad_norm": 1.3194807767868042,
1091
- "learning_rate": 1.6716666666666666e-06,
1092
- "loss": 0.3885,
1093
  "step": 7000
1094
  },
1095
  {
1096
- "epoch": 304.3478260869565,
1097
- "eval_loss": 0.4140428602695465,
1098
- "eval_runtime": 6.4587,
1099
- "eval_samples_per_second": 24.618,
1100
- "eval_steps_per_second": 3.097,
1101
  "step": 7000
1102
  },
1103
  {
1104
- "epoch": 306.5217391304348,
1105
- "grad_norm": 0.8248822689056396,
1106
- "learning_rate": 1.5883333333333333e-06,
1107
- "loss": 0.3847,
1108
  "step": 7050
1109
  },
1110
  {
1111
- "epoch": 308.69565217391306,
1112
- "grad_norm": 0.635430097579956,
1113
- "learning_rate": 1.505e-06,
1114
- "loss": 0.3894,
1115
  "step": 7100
1116
  },
1117
  {
1118
- "epoch": 310.8695652173913,
1119
- "grad_norm": 0.8129938244819641,
1120
- "learning_rate": 1.4216666666666667e-06,
1121
- "loss": 0.3862,
1122
  "step": 7150
1123
  },
1124
  {
1125
- "epoch": 313.04347826086956,
1126
- "grad_norm": 0.8096001148223877,
1127
- "learning_rate": 1.3383333333333334e-06,
1128
- "loss": 0.3859,
1129
  "step": 7200
1130
  },
1131
  {
1132
- "epoch": 315.2173913043478,
1133
- "grad_norm": 0.7998645901679993,
1134
- "learning_rate": 1.255e-06,
1135
- "loss": 0.3826,
1136
  "step": 7250
1137
  },
1138
  {
1139
- "epoch": 317.39130434782606,
1140
- "grad_norm": 0.6718857288360596,
1141
- "learning_rate": 1.1716666666666667e-06,
1142
- "loss": 0.3896,
1143
  "step": 7300
1144
  },
1145
  {
1146
- "epoch": 319.5652173913044,
1147
- "grad_norm": 0.5565139055252075,
1148
- "learning_rate": 1.0883333333333334e-06,
1149
- "loss": 0.3852,
1150
  "step": 7350
1151
  },
1152
  {
1153
- "epoch": 321.7391304347826,
1154
- "grad_norm": 0.7727565765380859,
1155
- "learning_rate": 1.0050000000000001e-06,
1156
- "loss": 0.3866,
1157
  "step": 7400
1158
  },
1159
  {
1160
- "epoch": 323.9130434782609,
1161
- "grad_norm": 0.7541866302490234,
1162
- "learning_rate": 9.216666666666667e-07,
1163
- "loss": 0.3818,
1164
  "step": 7450
1165
  },
1166
  {
1167
- "epoch": 326.0869565217391,
1168
- "grad_norm": 0.7003363966941833,
1169
- "learning_rate": 8.383333333333334e-07,
1170
- "loss": 0.3849,
1171
  "step": 7500
1172
  },
1173
  {
1174
- "epoch": 326.0869565217391,
1175
- "eval_loss": 0.41430386900901794,
1176
- "eval_runtime": 6.7779,
1177
- "eval_samples_per_second": 23.458,
1178
- "eval_steps_per_second": 2.951,
1179
  "step": 7500
1180
  },
1181
  {
1182
- "epoch": 328.2608695652174,
1183
- "grad_norm": 0.5425256490707397,
1184
- "learning_rate": 7.550000000000001e-07,
1185
- "loss": 0.39,
1186
  "step": 7550
1187
  },
1188
  {
1189
- "epoch": 330.4347826086956,
1190
- "grad_norm": 0.7711132168769836,
1191
- "learning_rate": 6.716666666666668e-07,
1192
  "loss": 0.3874,
1193
  "step": 7600
1194
  },
1195
  {
1196
- "epoch": 332.60869565217394,
1197
- "grad_norm": 0.7697465419769287,
1198
- "learning_rate": 5.883333333333333e-07,
1199
- "loss": 0.3878,
1200
  "step": 7650
1201
  },
1202
  {
1203
- "epoch": 334.7826086956522,
1204
- "grad_norm": 0.679308295249939,
1205
- "learning_rate": 5.05e-07,
1206
- "loss": 0.3888,
1207
  "step": 7700
1208
  },
1209
  {
1210
- "epoch": 336.95652173913044,
1211
- "grad_norm": 0.7001920938491821,
1212
- "learning_rate": 4.2166666666666667e-07,
1213
- "loss": 0.3809,
1214
  "step": 7750
1215
  },
1216
  {
1217
- "epoch": 339.1304347826087,
1218
- "grad_norm": 0.7666972875595093,
1219
- "learning_rate": 3.3833333333333336e-07,
1220
- "loss": 0.3788,
1221
  "step": 7800
1222
  },
1223
  {
1224
- "epoch": 341.30434782608694,
1225
- "grad_norm": 0.8930239677429199,
1226
- "learning_rate": 2.55e-07,
1227
- "loss": 0.3841,
1228
  "step": 7850
1229
  },
1230
  {
1231
- "epoch": 343.4782608695652,
1232
- "grad_norm": 0.7171005606651306,
1233
- "learning_rate": 1.7166666666666668e-07,
1234
- "loss": 0.386,
1235
  "step": 7900
1236
  },
1237
  {
1238
- "epoch": 345.6521739130435,
1239
- "grad_norm": 1.4843720197677612,
1240
- "learning_rate": 8.833333333333334e-08,
1241
- "loss": 0.3846,
1242
  "step": 7950
1243
  },
1244
  {
1245
- "epoch": 347.82608695652175,
1246
- "grad_norm": 0.7774099707603455,
1247
- "learning_rate": 5e-09,
1248
- "loss": 0.386,
1249
  "step": 8000
1250
  },
1251
  {
1252
- "epoch": 347.82608695652175,
1253
- "eval_loss": 0.4134390950202942,
1254
- "eval_runtime": 6.5968,
1255
- "eval_samples_per_second": 24.103,
1256
- "eval_steps_per_second": 3.032,
1257
  "step": 8000
1258
  }
1259
  ],
1260
  "logging_steps": 50,
1261
  "max_steps": 8000,
1262
  "num_input_tokens_seen": 0,
1263
- "num_train_epochs": 348,
1264
  "save_steps": 500,
1265
  "stateful_callbacks": {
1266
  "TrainerControl": {
@@ -1274,8 +1274,8 @@
1274
  "attributes": {}
1275
  }
1276
  },
1277
- "total_flos": 1.1839551420994704e+17,
1278
- "train_batch_size": 64,
1279
  "trial_name": null,
1280
  "trial_params": null
1281
  }
 
1
  {
2
+ "best_metric": 0.3926040828227997,
3
+ "best_model_checkpoint": "mikhail-panzo/zlm-fil-ceb_b64_le5_s8000/checkpoint-6500",
4
+ "epoch": 316.83168316831683,
5
  "eval_steps": 500,
6
  "global_step": 8000,
7
  "is_hyper_param_search": false,
 
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
+ "epoch": 1.9801980198019802,
13
+ "grad_norm": 1.2683665752410889,
14
  "learning_rate": 2.5000000000000004e-07,
15
+ "loss": 0.4932,
16
  "step": 50
17
  },
18
  {
19
+ "epoch": 3.9603960396039604,
20
+ "grad_norm": 1.1266463994979858,
21
  "learning_rate": 5.000000000000001e-07,
22
+ "loss": 0.4898,
23
  "step": 100
24
  },
25
  {
26
+ "epoch": 5.9405940594059405,
27
+ "grad_norm": 1.1800968647003174,
28
  "learning_rate": 7.5e-07,
29
+ "loss": 0.4839,
30
  "step": 150
31
  },
32
  {
33
+ "epoch": 7.920792079207921,
34
+ "grad_norm": 0.8235568404197693,
35
  "learning_rate": 1.0000000000000002e-06,
36
+ "loss": 0.4785,
37
  "step": 200
38
  },
39
  {
40
+ "epoch": 9.900990099009901,
41
+ "grad_norm": 1.313211441040039,
42
  "learning_rate": 1.25e-06,
43
+ "loss": 0.4767,
44
  "step": 250
45
  },
46
  {
47
+ "epoch": 11.881188118811881,
48
+ "grad_norm": 0.7831560373306274,
49
  "learning_rate": 1.5e-06,
50
+ "loss": 0.4681,
51
  "step": 300
52
  },
53
  {
54
+ "epoch": 13.861386138613861,
55
+ "grad_norm": 0.7987237572669983,
56
  "learning_rate": 1.75e-06,
57
+ "loss": 0.4658,
58
  "step": 350
59
  },
60
  {
61
+ "epoch": 15.841584158415841,
62
+ "grad_norm": 0.7143813371658325,
63
  "learning_rate": 2.0000000000000003e-06,
64
+ "loss": 0.4627,
65
  "step": 400
66
  },
67
  {
68
+ "epoch": 17.821782178217823,
69
+ "grad_norm": 0.8037531971931458,
70
  "learning_rate": 2.25e-06,
71
+ "loss": 0.461,
72
  "step": 450
73
  },
74
  {
75
+ "epoch": 19.801980198019802,
76
+ "grad_norm": 0.79031902551651,
77
  "learning_rate": 2.5e-06,
78
+ "loss": 0.4592,
79
  "step": 500
80
  },
81
  {
82
+ "epoch": 19.801980198019802,
83
+ "eval_loss": 0.42528408765792847,
84
+ "eval_runtime": 7.8982,
85
+ "eval_samples_per_second": 22.79,
86
+ "eval_steps_per_second": 2.912,
87
  "step": 500
88
  },
89
  {
90
+ "epoch": 21.782178217821784,
91
+ "grad_norm": 0.7966288328170776,
92
  "learning_rate": 2.7500000000000004e-06,
93
+ "loss": 0.4551,
94
  "step": 550
95
  },
96
  {
97
+ "epoch": 23.762376237623762,
98
+ "grad_norm": 0.8126183152198792,
99
  "learning_rate": 3e-06,
100
+ "loss": 0.4542,
101
  "step": 600
102
  },
103
  {
104
+ "epoch": 25.742574257425744,
105
+ "grad_norm": 0.6602805852890015,
106
  "learning_rate": 3.2500000000000002e-06,
107
+ "loss": 0.4535,
108
  "step": 650
109
  },
110
  {
111
+ "epoch": 27.722772277227723,
112
+ "grad_norm": 0.7177000641822815,
113
  "learning_rate": 3.5e-06,
114
+ "loss": 0.4484,
115
  "step": 700
116
  },
117
  {
118
+ "epoch": 29.702970297029704,
119
+ "grad_norm": 0.7912996411323547,
120
  "learning_rate": 3.7500000000000005e-06,
121
+ "loss": 0.4486,
122
  "step": 750
123
  },
124
  {
125
+ "epoch": 31.683168316831683,
126
+ "grad_norm": 0.6251747608184814,
127
  "learning_rate": 4.000000000000001e-06,
128
+ "loss": 0.4463,
129
  "step": 800
130
  },
131
  {
132
+ "epoch": 33.663366336633665,
133
+ "grad_norm": 1.003780722618103,
134
  "learning_rate": 4.25e-06,
135
+ "loss": 0.4474,
136
  "step": 850
137
  },
138
  {
139
+ "epoch": 35.64356435643565,
140
+ "grad_norm": 0.742171585559845,
141
  "learning_rate": 4.5e-06,
142
+ "loss": 0.4434,
143
  "step": 900
144
  },
145
  {
146
+ "epoch": 37.62376237623762,
147
+ "grad_norm": 0.6034647822380066,
148
  "learning_rate": 4.75e-06,
149
+ "loss": 0.4425,
150
  "step": 950
151
  },
152
  {
153
+ "epoch": 39.603960396039604,
154
+ "grad_norm": 0.6990635395050049,
155
  "learning_rate": 5e-06,
156
+ "loss": 0.4381,
157
  "step": 1000
158
  },
159
  {
160
+ "epoch": 39.603960396039604,
161
+ "eval_loss": 0.41002073884010315,
162
+ "eval_runtime": 6.7782,
163
+ "eval_samples_per_second": 26.556,
164
+ "eval_steps_per_second": 3.393,
165
  "step": 1000
166
  },
167
  {
168
+ "epoch": 41.584158415841586,
169
+ "grad_norm": 0.9420008659362793,
170
  "learning_rate": 5.2500000000000006e-06,
171
+ "loss": 0.4421,
172
  "step": 1050
173
  },
174
  {
175
+ "epoch": 43.56435643564357,
176
+ "grad_norm": 0.7143107652664185,
177
  "learning_rate": 5.500000000000001e-06,
178
+ "loss": 0.4389,
179
  "step": 1100
180
  },
181
  {
182
+ "epoch": 45.54455445544554,
183
+ "grad_norm": 0.7934616804122925,
184
  "learning_rate": 5.75e-06,
185
+ "loss": 0.4369,
186
  "step": 1150
187
  },
188
  {
189
+ "epoch": 47.524752475247524,
190
+ "grad_norm": 0.9682563543319702,
191
  "learning_rate": 6e-06,
192
+ "loss": 0.4355,
193
  "step": 1200
194
  },
195
  {
196
+ "epoch": 49.504950495049506,
197
+ "grad_norm": 0.7880070209503174,
198
  "learning_rate": 6.25e-06,
199
+ "loss": 0.4359,
200
  "step": 1250
201
  },
202
  {
203
+ "epoch": 51.48514851485149,
204
+ "grad_norm": 0.8443828821182251,
205
  "learning_rate": 6.5000000000000004e-06,
206
+ "loss": 0.4324,
207
  "step": 1300
208
  },
209
  {
210
+ "epoch": 53.46534653465346,
211
+ "grad_norm": 0.724743127822876,
212
  "learning_rate": 6.750000000000001e-06,
213
+ "loss": 0.4348,
214
  "step": 1350
215
  },
216
  {
217
+ "epoch": 55.445544554455445,
218
+ "grad_norm": 0.7557791471481323,
219
  "learning_rate": 7e-06,
220
+ "loss": 0.433,
221
  "step": 1400
222
  },
223
  {
224
+ "epoch": 57.42574257425743,
225
+ "grad_norm": 0.7936097383499146,
226
  "learning_rate": 7.25e-06,
227
+ "loss": 0.4273,
228
  "step": 1450
229
  },
230
  {
231
+ "epoch": 59.40594059405941,
232
+ "grad_norm": 0.7041624784469604,
233
  "learning_rate": 7.500000000000001e-06,
234
+ "loss": 0.4281,
235
  "step": 1500
236
  },
237
  {
238
+ "epoch": 59.40594059405941,
239
+ "eval_loss": 0.40218469500541687,
240
+ "eval_runtime": 7.4309,
241
+ "eval_samples_per_second": 24.223,
242
+ "eval_steps_per_second": 3.095,
243
  "step": 1500
244
  },
245
  {
246
+ "epoch": 61.386138613861384,
247
+ "grad_norm": 0.9194286465644836,
248
  "learning_rate": 7.75e-06,
249
+ "loss": 0.4275,
250
  "step": 1550
251
  },
252
  {
253
+ "epoch": 63.366336633663366,
254
+ "grad_norm": 0.7239477634429932,
255
  "learning_rate": 8.000000000000001e-06,
256
+ "loss": 0.4245,
257
  "step": 1600
258
  },
259
  {
260
+ "epoch": 65.34653465346534,
261
+ "grad_norm": 0.7235706448554993,
262
  "learning_rate": 8.25e-06,
263
+ "loss": 0.4248,
264
  "step": 1650
265
  },
266
  {
267
+ "epoch": 67.32673267326733,
268
+ "grad_norm": 0.7281640768051147,
269
  "learning_rate": 8.5e-06,
270
+ "loss": 0.425,
271
  "step": 1700
272
  },
273
  {
274
+ "epoch": 69.3069306930693,
275
+ "grad_norm": 1.011294960975647,
276
  "learning_rate": 8.750000000000001e-06,
277
+ "loss": 0.4238,
278
  "step": 1750
279
  },
280
  {
281
+ "epoch": 71.2871287128713,
282
+ "grad_norm": 1.1249107122421265,
283
  "learning_rate": 9e-06,
284
+ "loss": 0.4203,
285
  "step": 1800
286
  },
287
  {
288
+ "epoch": 73.26732673267327,
289
+ "grad_norm": 0.7369679808616638,
290
  "learning_rate": 9.250000000000001e-06,
291
+ "loss": 0.422,
292
  "step": 1850
293
  },
294
  {
295
+ "epoch": 75.24752475247524,
296
+ "grad_norm": 0.704367995262146,
297
  "learning_rate": 9.5e-06,
298
+ "loss": 0.4201,
299
  "step": 1900
300
  },
301
  {
302
+ "epoch": 77.22772277227723,
303
+ "grad_norm": 0.8307437896728516,
304
  "learning_rate": 9.75e-06,
305
+ "loss": 0.4203,
306
  "step": 1950
307
  },
308
  {
309
+ "epoch": 79.20792079207921,
310
+ "grad_norm": 0.7827133536338806,
311
  "learning_rate": 1e-05,
312
+ "loss": 0.4195,
313
  "step": 2000
314
  },
315
  {
316
+ "epoch": 79.20792079207921,
317
+ "eval_loss": 0.39878609776496887,
318
+ "eval_runtime": 8.1579,
319
+ "eval_samples_per_second": 22.064,
320
+ "eval_steps_per_second": 2.819,
321
  "step": 2000
322
  },
323
  {
324
+ "epoch": 81.18811881188118,
325
+ "grad_norm": 0.8909313082695007,
326
  "learning_rate": 9.916666666666668e-06,
327
+ "loss": 0.4203,
328
  "step": 2050
329
  },
330
  {
331
+ "epoch": 83.16831683168317,
332
+ "grad_norm": 0.7147483825683594,
333
+ "learning_rate": 9.833333333333333e-06,
334
+ "loss": 0.418,
335
  "step": 2100
336
  },
337
  {
338
+ "epoch": 85.14851485148515,
339
+ "grad_norm": 0.6844545006752014,
340
+ "learning_rate": 9.75e-06,
341
+ "loss": 0.4167,
342
  "step": 2150
343
  },
344
  {
345
+ "epoch": 87.12871287128714,
346
+ "grad_norm": 0.88512122631073,
347
+ "learning_rate": 9.666666666666667e-06,
348
+ "loss": 0.4108,
349
  "step": 2200
350
  },
351
  {
352
+ "epoch": 89.10891089108911,
353
+ "grad_norm": 0.7097252607345581,
354
+ "learning_rate": 9.583333333333335e-06,
355
+ "loss": 0.4135,
356
  "step": 2250
357
  },
358
  {
359
+ "epoch": 91.08910891089108,
360
+ "grad_norm": 0.8400272727012634,
361
+ "learning_rate": 9.5e-06,
362
+ "loss": 0.4147,
363
  "step": 2300
364
  },
365
  {
366
+ "epoch": 93.06930693069307,
367
+ "grad_norm": 0.7614939212799072,
368
+ "learning_rate": 9.416666666666667e-06,
369
+ "loss": 0.4119,
370
  "step": 2350
371
  },
372
  {
373
+ "epoch": 95.04950495049505,
374
+ "grad_norm": 0.8099732995033264,
375
+ "learning_rate": 9.333333333333334e-06,
376
+ "loss": 0.4108,
377
  "step": 2400
378
  },
379
  {
380
+ "epoch": 97.02970297029702,
381
+ "grad_norm": 1.0697815418243408,
382
+ "learning_rate": 9.250000000000001e-06,
383
+ "loss": 0.4095,
384
  "step": 2450
385
  },
386
  {
387
+ "epoch": 99.00990099009901,
388
+ "grad_norm": 0.7235235571861267,
389
+ "learning_rate": 9.166666666666666e-06,
390
+ "loss": 0.4134,
391
  "step": 2500
392
  },
393
  {
394
+ "epoch": 99.00990099009901,
395
+ "eval_loss": 0.39545077085494995,
396
+ "eval_runtime": 7.724,
397
+ "eval_samples_per_second": 23.304,
398
+ "eval_steps_per_second": 2.978,
399
  "step": 2500
400
  },
401
  {
402
+ "epoch": 100.99009900990099,
403
+ "grad_norm": 0.6166990399360657,
404
+ "learning_rate": 9.083333333333333e-06,
405
+ "loss": 0.4097,
406
  "step": 2550
407
  },
408
  {
409
+ "epoch": 102.97029702970298,
410
+ "grad_norm": 0.6944295763969421,
411
+ "learning_rate": 9e-06,
412
+ "loss": 0.4107,
413
  "step": 2600
414
  },
415
  {
416
+ "epoch": 104.95049504950495,
417
+ "grad_norm": 0.8469858765602112,
418
+ "learning_rate": 8.916666666666667e-06,
419
+ "loss": 0.4056,
420
  "step": 2650
421
  },
422
  {
423
+ "epoch": 106.93069306930693,
424
+ "grad_norm": 0.6261239647865295,
425
+ "learning_rate": 8.833333333333334e-06,
426
+ "loss": 0.409,
427
  "step": 2700
428
  },
429
  {
430
+ "epoch": 108.91089108910892,
431
+ "grad_norm": 0.6304221749305725,
432
+ "learning_rate": 8.750000000000001e-06,
433
+ "loss": 0.4081,
434
  "step": 2750
435
  },
436
  {
437
+ "epoch": 110.89108910891089,
438
+ "grad_norm": 0.6513387560844421,
439
+ "learning_rate": 8.666666666666668e-06,
440
+ "loss": 0.4071,
441
  "step": 2800
442
  },
443
  {
444
+ "epoch": 112.87128712871286,
445
+ "grad_norm": 0.9311261177062988,
446
+ "learning_rate": 8.583333333333333e-06,
447
+ "loss": 0.4091,
448
  "step": 2850
449
  },
450
  {
451
+ "epoch": 114.85148514851485,
452
+ "grad_norm": 0.7296612858772278,
453
+ "learning_rate": 8.5e-06,
454
+ "loss": 0.4055,
455
  "step": 2900
456
  },
457
  {
458
+ "epoch": 116.83168316831683,
459
+ "grad_norm": 0.8149676322937012,
460
+ "learning_rate": 8.416666666666667e-06,
461
+ "loss": 0.4052,
462
  "step": 2950
463
  },
464
  {
465
+ "epoch": 118.81188118811882,
466
+ "grad_norm": 0.8266366124153137,
467
+ "learning_rate": 8.333333333333334e-06,
468
+ "loss": 0.4049,
469
  "step": 3000
470
  },
471
  {
472
+ "epoch": 118.81188118811882,
473
+ "eval_loss": 0.39345207810401917,
474
+ "eval_runtime": 7.2151,
475
+ "eval_samples_per_second": 24.948,
476
+ "eval_steps_per_second": 3.188,
477
  "step": 3000
478
  },
479
  {
480
+ "epoch": 120.79207920792079,
481
+ "grad_norm": 0.6681864261627197,
482
+ "learning_rate": 8.25e-06,
483
+ "loss": 0.4022,
484
  "step": 3050
485
  },
486
  {
487
+ "epoch": 122.77227722772277,
488
+ "grad_norm": 0.5798916220664978,
489
+ "learning_rate": 8.166666666666668e-06,
490
+ "loss": 0.4026,
491
  "step": 3100
492
  },
493
  {
494
+ "epoch": 124.75247524752476,
495
+ "grad_norm": 0.8516507744789124,
496
+ "learning_rate": 8.083333333333334e-06,
497
+ "loss": 0.4064,
498
  "step": 3150
499
  },
500
  {
501
+ "epoch": 126.73267326732673,
502
+ "grad_norm": 0.6938304901123047,
503
+ "learning_rate": 8.000000000000001e-06,
504
+ "loss": 0.4057,
505
  "step": 3200
506
  },
507
  {
508
+ "epoch": 128.7128712871287,
509
+ "grad_norm": 0.6889196038246155,
510
+ "learning_rate": 7.916666666666667e-06,
511
+ "loss": 0.4022,
512
  "step": 3250
513
  },
514
  {
515
+ "epoch": 130.69306930693068,
516
+ "grad_norm": 0.735680103302002,
517
+ "learning_rate": 7.833333333333333e-06,
518
+ "loss": 0.4019,
519
  "step": 3300
520
  },
521
  {
522
+ "epoch": 132.67326732673268,
523
+ "grad_norm": 1.0390517711639404,
524
+ "learning_rate": 7.75e-06,
525
+ "loss": 0.4014,
526
  "step": 3350
527
  },
528
  {
529
+ "epoch": 134.65346534653466,
530
+ "grad_norm": 0.807412326335907,
531
+ "learning_rate": 7.666666666666667e-06,
532
+ "loss": 0.3989,
533
  "step": 3400
534
  },
535
  {
536
+ "epoch": 136.63366336633663,
537
+ "grad_norm": 0.6928243637084961,
538
+ "learning_rate": 7.583333333333333e-06,
539
+ "loss": 0.4011,
540
  "step": 3450
541
  },
542
  {
543
+ "epoch": 138.6138613861386,
544
+ "grad_norm": 0.6894844770431519,
545
+ "learning_rate": 7.500000000000001e-06,
546
+ "loss": 0.4016,
547
  "step": 3500
548
  },
549
  {
550
+ "epoch": 138.6138613861386,
551
+ "eval_loss": 0.3931116759777069,
552
+ "eval_runtime": 7.7493,
553
+ "eval_samples_per_second": 23.228,
554
+ "eval_steps_per_second": 2.968,
555
  "step": 3500
556
  },
557
  {
558
+ "epoch": 140.59405940594058,
559
+ "grad_norm": 0.9431400895118713,
560
+ "learning_rate": 7.416666666666668e-06,
561
+ "loss": 0.4028,
562
  "step": 3550
563
  },
564
  {
565
+ "epoch": 142.5742574257426,
566
+ "grad_norm": 0.6703277230262756,
567
+ "learning_rate": 7.333333333333333e-06,
568
+ "loss": 0.3992,
569
  "step": 3600
570
  },
571
  {
572
+ "epoch": 144.55445544554456,
573
+ "grad_norm": 0.8334361910820007,
574
+ "learning_rate": 7.25e-06,
575
+ "loss": 0.3979,
576
  "step": 3650
577
  },
578
  {
579
+ "epoch": 146.53465346534654,
580
+ "grad_norm": 0.8266313672065735,
581
+ "learning_rate": 7.166666666666667e-06,
582
+ "loss": 0.3964,
583
  "step": 3700
584
  },
585
  {
586
+ "epoch": 148.5148514851485,
587
+ "grad_norm": 0.7688102126121521,
588
+ "learning_rate": 7.083333333333335e-06,
589
+ "loss": 0.3968,
590
  "step": 3750
591
  },
592
  {
593
+ "epoch": 150.4950495049505,
594
+ "grad_norm": 0.7516873478889465,
595
+ "learning_rate": 7e-06,
596
+ "loss": 0.3971,
597
  "step": 3800
598
  },
599
  {
600
+ "epoch": 152.47524752475246,
601
+ "grad_norm": 0.8034970760345459,
602
+ "learning_rate": 6.916666666666667e-06,
603
+ "loss": 0.3926,
604
  "step": 3850
605
  },
606
  {
607
+ "epoch": 154.45544554455446,
608
+ "grad_norm": 0.681676983833313,
609
+ "learning_rate": 6.833333333333334e-06,
610
+ "loss": 0.3975,
611
  "step": 3900
612
  },
613
  {
614
+ "epoch": 156.43564356435644,
615
+ "grad_norm": 0.6939652562141418,
616
+ "learning_rate": 6.750000000000001e-06,
617
+ "loss": 0.4005,
618
  "step": 3950
619
  },
620
  {
621
+ "epoch": 158.41584158415841,
622
+ "grad_norm": 0.6093599200248718,
623
+ "learning_rate": 6.666666666666667e-06,
624
+ "loss": 0.3937,
625
  "step": 4000
626
  },
627
  {
628
+ "epoch": 158.41584158415841,
629
+ "eval_loss": 0.39361944794654846,
630
+ "eval_runtime": 7.0786,
631
+ "eval_samples_per_second": 25.429,
632
+ "eval_steps_per_second": 3.249,
633
  "step": 4000
634
  },
635
  {
636
+ "epoch": 160.3960396039604,
637
+ "grad_norm": 0.6037696003913879,
638
+ "learning_rate": 6.5833333333333335e-06,
639
+ "loss": 0.3953,
640
  "step": 4050
641
  },
642
  {
643
+ "epoch": 162.37623762376236,
644
+ "grad_norm": 0.6949267387390137,
645
+ "learning_rate": 6.5000000000000004e-06,
646
+ "loss": 0.398,
647
  "step": 4100
648
  },
649
  {
650
+ "epoch": 164.35643564356437,
651
+ "grad_norm": 0.7271093726158142,
652
+ "learning_rate": 6.418333333333334e-06,
653
+ "loss": 0.3945,
654
  "step": 4150
655
  },
656
  {
657
+ "epoch": 166.33663366336634,
658
+ "grad_norm": 0.6959238052368164,
659
+ "learning_rate": 6.335e-06,
660
+ "loss": 0.3957,
661
  "step": 4200
662
  },
663
  {
664
+ "epoch": 168.31683168316832,
665
+ "grad_norm": 0.6987124681472778,
666
+ "learning_rate": 6.251666666666667e-06,
667
+ "loss": 0.3973,
668
  "step": 4250
669
  },
670
  {
671
+ "epoch": 170.2970297029703,
672
+ "grad_norm": 0.6888285875320435,
673
+ "learning_rate": 6.168333333333334e-06,
674
+ "loss": 0.3971,
675
  "step": 4300
676
  },
677
  {
678
+ "epoch": 172.27722772277227,
679
+ "grad_norm": 0.6536576151847839,
680
+ "learning_rate": 6.085000000000001e-06,
681
+ "loss": 0.3939,
682
  "step": 4350
683
  },
684
  {
685
+ "epoch": 174.25742574257427,
686
+ "grad_norm": 0.6235485672950745,
687
+ "learning_rate": 6.001666666666667e-06,
688
+ "loss": 0.3949,
689
  "step": 4400
690
  },
691
  {
692
+ "epoch": 176.23762376237624,
693
+ "grad_norm": 0.7131723761558533,
694
+ "learning_rate": 5.918333333333334e-06,
695
+ "loss": 0.3944,
696
  "step": 4450
697
  },
698
  {
699
+ "epoch": 178.21782178217822,
700
+ "grad_norm": 0.5429028272628784,
701
+ "learning_rate": 5.835000000000001e-06,
702
+ "loss": 0.3953,
703
  "step": 4500
704
  },
705
  {
706
+ "epoch": 178.21782178217822,
707
+ "eval_loss": 0.3935137093067169,
708
+ "eval_runtime": 6.8281,
709
+ "eval_samples_per_second": 26.362,
710
+ "eval_steps_per_second": 3.368,
711
  "step": 4500
712
  },
713
  {
714
+ "epoch": 180.1980198019802,
715
+ "grad_norm": 0.6293529272079468,
716
+ "learning_rate": 5.751666666666668e-06,
717
+ "loss": 0.3923,
718
  "step": 4550
719
  },
720
  {
721
+ "epoch": 182.17821782178217,
722
+ "grad_norm": 0.7379683256149292,
723
+ "learning_rate": 5.668333333333334e-06,
724
+ "loss": 0.393,
725
  "step": 4600
726
  },
727
  {
728
+ "epoch": 184.15841584158414,
729
+ "grad_norm": 0.6412554979324341,
730
+ "learning_rate": 5.585000000000001e-06,
731
+ "loss": 0.3915,
732
  "step": 4650
733
  },
734
  {
735
+ "epoch": 186.13861386138615,
736
+ "grad_norm": 0.7281537652015686,
737
+ "learning_rate": 5.501666666666668e-06,
738
+ "loss": 0.3928,
739
  "step": 4700
740
  },
741
  {
742
+ "epoch": 188.11881188118812,
743
+ "grad_norm": 0.640044093132019,
744
+ "learning_rate": 5.418333333333333e-06,
745
+ "loss": 0.3935,
746
  "step": 4750
747
  },
748
  {
749
+ "epoch": 190.0990099009901,
750
+ "grad_norm": 0.6560197472572327,
751
+ "learning_rate": 5.335000000000001e-06,
752
+ "loss": 0.3922,
753
  "step": 4800
754
  },
755
  {
756
+ "epoch": 192.07920792079207,
757
+ "grad_norm": 0.5895935893058777,
758
+ "learning_rate": 5.2516666666666675e-06,
759
+ "loss": 0.3939,
760
  "step": 4850
761
  },
762
  {
763
+ "epoch": 194.05940594059405,
764
+ "grad_norm": 0.7578818202018738,
765
+ "learning_rate": 5.168333333333334e-06,
766
+ "loss": 0.3939,
767
  "step": 4900
768
  },
769
  {
770
+ "epoch": 196.03960396039605,
771
+ "grad_norm": 0.6305426955223083,
772
+ "learning_rate": 5.085e-06,
773
+ "loss": 0.3917,
774
  "step": 4950
775
  },
776
  {
777
+ "epoch": 198.01980198019803,
778
+ "grad_norm": 0.8592019081115723,
779
+ "learning_rate": 5.0016666666666665e-06,
780
+ "loss": 0.3933,
781
  "step": 5000
782
  },
783
  {
784
+ "epoch": 198.01980198019803,
785
+ "eval_loss": 0.39355847239494324,
786
+ "eval_runtime": 7.4596,
787
+ "eval_samples_per_second": 24.13,
788
+ "eval_steps_per_second": 3.083,
789
  "step": 5000
790
  },
791
  {
792
+ "epoch": 200.0,
793
+ "grad_norm": 0.9197565317153931,
794
+ "learning_rate": 4.918333333333334e-06,
795
+ "loss": 0.3947,
796
  "step": 5050
797
  },
798
  {
799
+ "epoch": 201.98019801980197,
800
+ "grad_norm": 0.675254225730896,
801
+ "learning_rate": 4.835e-06,
802
+ "loss": 0.3921,
803
  "step": 5100
804
  },
805
  {
806
+ "epoch": 203.96039603960395,
807
+ "grad_norm": 0.7896837592124939,
808
+ "learning_rate": 4.751666666666667e-06,
809
+ "loss": 0.3937,
810
  "step": 5150
811
  },
812
  {
813
+ "epoch": 205.94059405940595,
814
+ "grad_norm": 0.6978718042373657,
815
+ "learning_rate": 4.668333333333333e-06,
816
+ "loss": 0.3912,
817
  "step": 5200
818
  },
819
  {
820
+ "epoch": 207.92079207920793,
821
+ "grad_norm": 0.6968542337417603,
822
+ "learning_rate": 4.585e-06,
823
+ "loss": 0.3902,
824
  "step": 5250
825
  },
826
  {
827
+ "epoch": 209.9009900990099,
828
+ "grad_norm": 0.6489793062210083,
829
+ "learning_rate": 4.501666666666667e-06,
830
+ "loss": 0.3911,
831
  "step": 5300
832
  },
833
  {
834
+ "epoch": 211.88118811881188,
835
+ "grad_norm": 0.6600732803344727,
836
+ "learning_rate": 4.418333333333334e-06,
837
+ "loss": 0.3912,
838
  "step": 5350
839
  },
840
  {
841
+ "epoch": 213.86138613861385,
842
+ "grad_norm": 0.6637029051780701,
843
+ "learning_rate": 4.335e-06,
844
+ "loss": 0.3903,
845
  "step": 5400
846
  },
847
  {
848
+ "epoch": 215.84158415841586,
849
+ "grad_norm": 0.9407865405082703,
850
+ "learning_rate": 4.251666666666667e-06,
851
+ "loss": 0.3913,
852
  "step": 5450
853
  },
854
  {
855
+ "epoch": 217.82178217821783,
856
+ "grad_norm": 0.674074649810791,
857
+ "learning_rate": 4.168333333333334e-06,
858
+ "loss": 0.3932,
859
  "step": 5500
860
  },
861
  {
862
+ "epoch": 217.82178217821783,
863
+ "eval_loss": 0.3936135172843933,
864
+ "eval_runtime": 7.411,
865
+ "eval_samples_per_second": 24.288,
866
+ "eval_steps_per_second": 3.103,
867
  "step": 5500
868
  },
869
  {
870
+ "epoch": 219.8019801980198,
871
+ "grad_norm": 0.5686890482902527,
872
+ "learning_rate": 4.085e-06,
873
+ "loss": 0.391,
874
  "step": 5550
875
  },
876
  {
877
+ "epoch": 221.78217821782178,
878
+ "grad_norm": 0.5418526530265808,
879
+ "learning_rate": 4.001666666666667e-06,
880
+ "loss": 0.3863,
881
  "step": 5600
882
  },
883
  {
884
+ "epoch": 223.76237623762376,
885
+ "grad_norm": 0.7057704925537109,
886
+ "learning_rate": 3.918333333333334e-06,
887
+ "loss": 0.394,
888
  "step": 5650
889
  },
890
  {
891
+ "epoch": 225.74257425742573,
892
+ "grad_norm": 0.6317301392555237,
893
+ "learning_rate": 3.8350000000000006e-06,
894
+ "loss": 0.3906,
895
  "step": 5700
896
  },
897
  {
898
+ "epoch": 227.72277227722773,
899
+ "grad_norm": 0.6327551007270813,
900
+ "learning_rate": 3.7516666666666666e-06,
901
+ "loss": 0.3902,
902
  "step": 5750
903
  },
904
  {
905
+ "epoch": 229.7029702970297,
906
+ "grad_norm": 0.6199086904525757,
907
+ "learning_rate": 3.668333333333334e-06,
908
+ "loss": 0.3912,
909
  "step": 5800
910
  },
911
  {
912
+ "epoch": 231.68316831683168,
913
+ "grad_norm": 0.6341702938079834,
914
+ "learning_rate": 3.585e-06,
915
+ "loss": 0.391,
916
  "step": 5850
917
  },
918
  {
919
+ "epoch": 233.66336633663366,
920
+ "grad_norm": 0.7226659655570984,
921
+ "learning_rate": 3.5016666666666673e-06,
922
+ "loss": 0.3908,
923
  "step": 5900
924
  },
925
  {
926
+ "epoch": 235.64356435643563,
927
+ "grad_norm": 0.6628900170326233,
928
+ "learning_rate": 3.4183333333333334e-06,
929
+ "loss": 0.3899,
930
  "step": 5950
931
  },
932
  {
933
+ "epoch": 237.62376237623764,
934
+ "grad_norm": 0.6972154378890991,
935
+ "learning_rate": 3.3350000000000003e-06,
936
+ "loss": 0.3884,
937
  "step": 6000
938
  },
939
  {
940
+ "epoch": 237.62376237623764,
941
+ "eval_loss": 0.3934413194656372,
942
+ "eval_runtime": 7.3097,
943
+ "eval_samples_per_second": 24.625,
944
+ "eval_steps_per_second": 3.146,
945
  "step": 6000
946
  },
947
  {
948
+ "epoch": 239.6039603960396,
949
+ "grad_norm": 0.7429386377334595,
950
+ "learning_rate": 3.2516666666666667e-06,
951
+ "loss": 0.3902,
952
  "step": 6050
953
  },
954
  {
955
+ "epoch": 241.58415841584159,
956
+ "grad_norm": 0.6832717061042786,
957
+ "learning_rate": 3.1683333333333336e-06,
958
+ "loss": 0.3896,
959
  "step": 6100
960
  },
961
  {
962
+ "epoch": 243.56435643564356,
963
+ "grad_norm": 0.7591320872306824,
964
+ "learning_rate": 3.085e-06,
965
+ "loss": 0.3905,
966
  "step": 6150
967
  },
968
  {
969
+ "epoch": 245.54455445544554,
970
+ "grad_norm": 0.5904133319854736,
971
+ "learning_rate": 3.001666666666667e-06,
972
+ "loss": 0.3876,
973
  "step": 6200
974
  },
975
  {
976
+ "epoch": 247.52475247524754,
977
+ "grad_norm": 0.6338399052619934,
978
+ "learning_rate": 2.9183333333333335e-06,
979
+ "loss": 0.3891,
980
  "step": 6250
981
  },
982
  {
983
+ "epoch": 249.5049504950495,
984
+ "grad_norm": 0.6359020471572876,
985
+ "learning_rate": 2.835e-06,
986
+ "loss": 0.3905,
987
  "step": 6300
988
  },
989
  {
990
+ "epoch": 251.4851485148515,
991
+ "grad_norm": 0.6320521831512451,
992
+ "learning_rate": 2.751666666666667e-06,
993
+ "loss": 0.3885,
994
  "step": 6350
995
  },
996
  {
997
+ "epoch": 253.46534653465346,
998
+ "grad_norm": 0.6006565690040588,
999
+ "learning_rate": 2.6683333333333333e-06,
1000
+ "loss": 0.3861,
1001
  "step": 6400
1002
  },
1003
  {
1004
+ "epoch": 255.44554455445544,
1005
+ "grad_norm": 0.5949265360832214,
1006
+ "learning_rate": 2.5866666666666667e-06,
1007
+ "loss": 0.3898,
1008
  "step": 6450
1009
  },
1010
  {
1011
+ "epoch": 257.4257425742574,
1012
+ "grad_norm": 0.6407713294029236,
1013
+ "learning_rate": 2.5033333333333336e-06,
1014
+ "loss": 0.3889,
1015
  "step": 6500
1016
  },
1017
  {
1018
+ "epoch": 257.4257425742574,
1019
+ "eval_loss": 0.3926040828227997,
1020
+ "eval_runtime": 7.8449,
1021
+ "eval_samples_per_second": 22.945,
1022
+ "eval_steps_per_second": 2.932,
1023
  "step": 6500
1024
  },
1025
  {
1026
+ "epoch": 259.4059405940594,
1027
+ "grad_norm": 0.6776269674301147,
1028
+ "learning_rate": 2.42e-06,
1029
+ "loss": 0.3863,
1030
  "step": 6550
1031
  },
1032
  {
1033
+ "epoch": 261.38613861386136,
1034
+ "grad_norm": 0.7183690667152405,
1035
+ "learning_rate": 2.3366666666666666e-06,
1036
+ "loss": 0.388,
1037
  "step": 6600
1038
  },
1039
  {
1040
+ "epoch": 263.36633663366337,
1041
+ "grad_norm": 0.683351993560791,
1042
+ "learning_rate": 2.2533333333333335e-06,
1043
+ "loss": 0.3861,
1044
  "step": 6650
1045
  },
1046
  {
1047
+ "epoch": 265.34653465346537,
1048
+ "grad_norm": 0.5622109770774841,
1049
+ "learning_rate": 2.17e-06,
1050
+ "loss": 0.3872,
1051
  "step": 6700
1052
  },
1053
  {
1054
+ "epoch": 267.3267326732673,
1055
+ "grad_norm": 0.6307435035705566,
1056
+ "learning_rate": 2.086666666666667e-06,
1057
+ "loss": 0.3851,
1058
  "step": 6750
1059
  },
1060
  {
1061
+ "epoch": 269.3069306930693,
1062
+ "grad_norm": 0.5858733654022217,
1063
+ "learning_rate": 2.0033333333333334e-06,
1064
+ "loss": 0.3847,
1065
  "step": 6800
1066
  },
1067
  {
1068
+ "epoch": 271.28712871287127,
1069
+ "grad_norm": 0.7978197336196899,
1070
+ "learning_rate": 1.9200000000000003e-06,
1071
+ "loss": 0.3876,
1072
  "step": 6850
1073
  },
1074
  {
1075
+ "epoch": 273.26732673267327,
1076
+ "grad_norm": 0.6843935251235962,
1077
+ "learning_rate": 1.836666666666667e-06,
1078
+ "loss": 0.3871,
1079
  "step": 6900
1080
  },
1081
  {
1082
+ "epoch": 275.2475247524753,
1083
+ "grad_norm": 0.8366850018501282,
1084
+ "learning_rate": 1.7533333333333336e-06,
1085
+ "loss": 0.3909,
1086
  "step": 6950
1087
  },
1088
  {
1089
+ "epoch": 277.2277227722772,
1090
+ "grad_norm": 0.584172248840332,
1091
+ "learning_rate": 1.6700000000000003e-06,
1092
+ "loss": 0.3855,
1093
  "step": 7000
1094
  },
1095
  {
1096
+ "epoch": 277.2277227722772,
1097
+ "eval_loss": 0.39400026202201843,
1098
+ "eval_runtime": 6.8593,
1099
+ "eval_samples_per_second": 26.242,
1100
+ "eval_steps_per_second": 3.353,
1101
  "step": 7000
1102
  },
1103
  {
1104
+ "epoch": 279.2079207920792,
1105
+ "grad_norm": 0.7005228996276855,
1106
+ "learning_rate": 1.586666666666667e-06,
1107
+ "loss": 0.3858,
1108
  "step": 7050
1109
  },
1110
  {
1111
+ "epoch": 281.18811881188117,
1112
+ "grad_norm": 0.5294095277786255,
1113
+ "learning_rate": 1.5033333333333337e-06,
1114
+ "loss": 0.3845,
1115
  "step": 7100
1116
  },
1117
  {
1118
+ "epoch": 283.16831683168317,
1119
+ "grad_norm": 0.5473897457122803,
1120
+ "learning_rate": 1.42e-06,
1121
+ "loss": 0.3846,
1122
  "step": 7150
1123
  },
1124
  {
1125
+ "epoch": 285.1485148514852,
1126
+ "grad_norm": 0.6222283840179443,
1127
+ "learning_rate": 1.3366666666666666e-06,
1128
+ "loss": 0.3849,
1129
  "step": 7200
1130
  },
1131
  {
1132
+ "epoch": 287.1287128712871,
1133
+ "grad_norm": 0.6396065354347229,
1134
+ "learning_rate": 1.2533333333333333e-06,
1135
+ "loss": 0.3878,
1136
  "step": 7250
1137
  },
1138
  {
1139
+ "epoch": 289.1089108910891,
1140
+ "grad_norm": 0.6903032064437866,
1141
+ "learning_rate": 1.1700000000000002e-06,
1142
+ "loss": 0.3865,
1143
  "step": 7300
1144
  },
1145
  {
1146
+ "epoch": 291.08910891089107,
1147
+ "grad_norm": 0.6112281680107117,
1148
+ "learning_rate": 1.0866666666666667e-06,
1149
+ "loss": 0.3888,
1150
  "step": 7350
1151
  },
1152
  {
1153
+ "epoch": 293.0693069306931,
1154
+ "grad_norm": 0.6655446887016296,
1155
+ "learning_rate": 1.0033333333333334e-06,
1156
+ "loss": 0.3844,
1157
  "step": 7400
1158
  },
1159
  {
1160
+ "epoch": 295.0495049504951,
1161
+ "grad_norm": 0.5784509181976318,
1162
+ "learning_rate": 9.200000000000001e-07,
1163
+ "loss": 0.3862,
1164
  "step": 7450
1165
  },
1166
  {
1167
+ "epoch": 297.029702970297,
1168
+ "grad_norm": 0.6216564774513245,
1169
+ "learning_rate": 8.366666666666668e-07,
1170
+ "loss": 0.3892,
1171
  "step": 7500
1172
  },
1173
  {
1174
+ "epoch": 297.029702970297,
1175
+ "eval_loss": 0.3934391140937805,
1176
+ "eval_runtime": 7.8487,
1177
+ "eval_samples_per_second": 22.934,
1178
+ "eval_steps_per_second": 2.93,
1179
  "step": 7500
1180
  },
1181
  {
1182
+ "epoch": 299.009900990099,
1183
+ "grad_norm": 0.9473925232887268,
1184
+ "learning_rate": 7.533333333333335e-07,
1185
+ "loss": 0.3873,
1186
  "step": 7550
1187
  },
1188
  {
1189
+ "epoch": 300.990099009901,
1190
+ "grad_norm": 0.5682732462882996,
1191
+ "learning_rate": 6.7e-07,
1192
  "loss": 0.3874,
1193
  "step": 7600
1194
  },
1195
  {
1196
+ "epoch": 302.970297029703,
1197
+ "grad_norm": 0.787708580493927,
1198
+ "learning_rate": 5.866666666666667e-07,
1199
+ "loss": 0.3892,
1200
  "step": 7650
1201
  },
1202
  {
1203
+ "epoch": 304.9504950495049,
1204
+ "grad_norm": 0.7085989713668823,
1205
+ "learning_rate": 5.033333333333334e-07,
1206
+ "loss": 0.3851,
1207
  "step": 7700
1208
  },
1209
  {
1210
+ "epoch": 306.9306930693069,
1211
+ "grad_norm": 0.6272616386413574,
1212
+ "learning_rate": 4.2000000000000006e-07,
1213
+ "loss": 0.3891,
1214
  "step": 7750
1215
  },
1216
  {
1217
+ "epoch": 308.91089108910893,
1218
+ "grad_norm": 0.6887345314025879,
1219
+ "learning_rate": 3.366666666666667e-07,
1220
+ "loss": 0.3874,
1221
  "step": 7800
1222
  },
1223
  {
1224
+ "epoch": 310.8910891089109,
1225
+ "grad_norm": 0.6206291913986206,
1226
+ "learning_rate": 2.533333333333333e-07,
1227
+ "loss": 0.3853,
1228
  "step": 7850
1229
  },
1230
  {
1231
+ "epoch": 312.8712871287129,
1232
+ "grad_norm": 0.6549195051193237,
1233
+ "learning_rate": 1.7000000000000001e-07,
1234
+ "loss": 0.3867,
1235
  "step": 7900
1236
  },
1237
  {
1238
+ "epoch": 314.8514851485148,
1239
+ "grad_norm": 0.7210911512374878,
1240
+ "learning_rate": 8.666666666666668e-08,
1241
+ "loss": 0.3845,
1242
  "step": 7950
1243
  },
1244
  {
1245
+ "epoch": 316.83168316831683,
1246
+ "grad_norm": 0.6023419499397278,
1247
+ "learning_rate": 3.3333333333333334e-09,
1248
+ "loss": 0.3899,
1249
  "step": 8000
1250
  },
1251
  {
1252
+ "epoch": 316.83168316831683,
1253
+ "eval_loss": 0.39394611120224,
1254
+ "eval_runtime": 7.5969,
1255
+ "eval_samples_per_second": 23.694,
1256
+ "eval_steps_per_second": 3.028,
1257
  "step": 8000
1258
  }
1259
  ],
1260
  "logging_steps": 50,
1261
  "max_steps": 8000,
1262
  "num_input_tokens_seen": 0,
1263
+ "num_train_epochs": 320,
1264
  "save_steps": 500,
1265
  "stateful_callbacks": {
1266
  "TrainerControl": {
 
1274
  "attributes": {}
1275
  }
1276
  },
1277
+ "total_flos": 8.643923525044128e+16,
1278
+ "train_batch_size": 16,
1279
  "trial_name": null,
1280
  "trial_params": null
1281
  }
checkpoint-8000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f95de2b194fe7f16ec10fbf1b93d83e04c25498d479793b9a5748c1d338bfbd0
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7e97537a0fb344678f807f30d02bd561fb4b5c2162a68338251550dd3ef50d20
3
  size 5304